Talent.com
Machine Learning Resident Client Dune Engineering (1 year term)
Machine Learning Resident Client Dune Engineering (1 year term)Alberta Machine Intelligence Institute • Edmonton, Alberta, Canada
Machine Learning Resident Client Dune Engineering (1 year term)

Machine Learning Resident Client Dune Engineering (1 year term)

Alberta Machine Intelligence Institute • Edmonton, Alberta, Canada
Il y a plus de 30 jours
Type de contrat
  • Temps plein
Description de poste

If you are interested in the application of machine learning Computer Vision and Optical Character Recognition for automating information extraction from architectural / engineering drawings this is the right opportunity for you. Be a part of the team of research and machine learning scientists building a multi-stage information extraction pipeline from the ground up and get mentored by some of the best minds in AI during the process.

  • Soumik Farhan Machine Learning Scientist

Description

About the Role

This is a paid residency that will be undertaken over a 12-month period with the potential to be hired by our client Dune Engineering afterwards (note : at the discretion of the client). The Resident will report to an Amii Scientist and regularly consult with the client team to share insights and engage in knowledge transfer activities. Successful candidates will be members of a cross-functional project team with backgrounds in ML research project management software engineering and new product development. This is a rare opportunity to be mentored by world-class scientists and to develop something truly impactful.

About the Client

Dune Engineering Inc. is an innovative engineering firm specialising in high-performance energy modelling building energy assessments decarbonization studies and commissioning services. We support commercial institutional and industrial clients in improving building performance reducing energy use and achieving long-term carbon goals. At Dune we promote a collaborative forward-thinking environment where engineers are empowered to innovate grow and make meaningful contributions to a more energy-efficient future.

About the Project

We are developing a new generation of AI-driven methods and tools to support the engineering design process across mechanical and electrical domains in buildings. This work blends modern machine learning with traditional computational and software-engineering techniques to create intelligent capabilities that assist at key stages of the design process. Our goal is to build practical reliable technologies that expand what engineers can achieve improving efficiency and decision-making while keeping the underlying workflows and IP confidential. As a Machine Learning Resident you will help shape these capabilities through research prototyping and collaboration with Dune Engineerings experts.

Required Skills / Expertise

Are you passionate about building great solutions Youll be presented with opportunities to both personally and professionally develop as you build your career. Were looking for a talented and enthusiastic individual with a solid background in machine learning specifically Computer Vision (CV) Optical Character Recognition (OCR) or related information extraction techniques.

Key Responsibilities :

  • Design implement optimize and evaluate models for information extraction document classification object detection and relational linking tasks.
  • Prepare curate and preprocess high-quality datasets for training or fine-tuning and validating models.
  • Utilize state-of-the-art Computer Vision (CV) OCR and ML frameworks tools and open-source libraries to enhance model performance accelerate workflows and optimize data processing.
  • Undertake applied research on ML and Computer Vision (CV) / OCR techniques to address the limitations in existing models.
  • Optimize ML pipelines to ensure efficiency scalability and real-time processing capabilities.
  • Collaborate with the project team and stakeholders to develop MVP and client focused solutions.
  • Engage in regular client meetings contributing to presentations and reports on project progress.
  • Required Qualifications :

  • Completion of a Computer Science (or a related graduate degree program) MSc. or PhD with specialization in Computer Vision / Optical Character Recognition applications.
  • Proficient in developing and training fine-tuning and evaluating machine learning and deep neural network models in PyTorch and / or TensorFlow.
  • Proficient in Python programming language and related ML frameworks libraries and toolkits (e.g. Scikit-learn TensorFlow PyTorch OpenCV Pandas HuggingFace).
  • Solid understanding of classical statistics and its application in model validation.
  • Familiarity with Linux Git version control and writing clean code.
  • A positive attitude towards learning and understanding a new applied domain .
  • Must be legally eligible to work in Canada.
  • Preferred Qualifications :

  • Familiarity with and hands-on experience with architectural / engineering drawings (e.g. PDFs CAD files) or GBXML data and its application in ML domain.
  • Publication record in peer-reviewed academic conferences or relevant journals in machine learning.
  • Experience / familiarity with software engineering best practices.
  • Experience with deploying machine learning models in production environments or strong software engineering (or MLE) skills is a plus.
  • Non-Technical Requirements :

  • Desire to take ownership of a problem and demonstrate leadership skills.
  • Interdisciplinary team player enthusiastic about working together to achieve excellence.
  • Capable of critical and independent thought.
  • Able to communicate technical concepts clearly and advise on the application of machine intelligence.
  • Intellectual curiosity and the desire to learn new things techniques and technologies.
  • Why You Should Apply

    Besides gaining industry experience additional perks include :

  • Work under the mentorship of an Amii Scientist for the duration of the project
  • Participate in professional development activities
  • Gain access to the Amii community and events
  • Get paid for your work (a fair and equitable rate of pay will be negotiated at the time of offer)
  • Build your professional network
  • The opportunity for an ongoing machine learning role at the clients organization at the end of the term (at the clients discretion)
  • About Amii

    One of Canadas three main institutes for artificial intelligence (AI) and machine learning our world-renowned researchers drive fundamental and applied research at the University of Alberta (and other academic institutions) training some of the worlds top scientific talent. Our cross-functional teams work collaboratively with Alberta-based businesses and organizations to build AI capacity and translate scientific advancement into industry adoption and economic impact.

    How to Apply

    If this sounds like the opportunity youve been waiting for please dont wait for the closing December 8 2025 to apply - were excited to add a new member to the Amii team for this role and the posting may come down sooner than the closing date if we find the right candidate before the posting closes! When sending your application please send your resume and cover letter indicating why you think youd be a fit for your cover letter please include one professional accomplishment you are most proud of and why.

    Applicants must be legally eligible to work in Canada at the time of application.

    Amii is an equal opportunity employer and values a diverse workforce. We encourage applications from all qualified individuals without regard to ethnicity religion gender identity sexual orientation age or disability. Accommodations for disability-related needs throughout the recruitment and selection process are available upon request. Any information provided by you for accommodations will be kept confidential and wont be used in the selection process.

    Key Skills

    Industrial Maintenance,Machining,Mechanical Knowledge,CNC,Precision Measuring Instruments,Schematics,Maintenance,Hydraulics,Plastics Injection Molding,Programmable Logic Controllers,Manufacturing,Troubleshooting

    Employment Type : Full-Time

    Experience : years

    Vacancy : 1

    Créer une alerte emploi pour cette recherche

    Learning Engineering • Edmonton, Alberta, Canada

    Offres similaires
    Trigonometry Private Tutoring Jobs Beaumont (Alberta)

    Trigonometry Private Tutoring Jobs Beaumont (Alberta)

    Superprof • Beaumont (Alberta), Canada
    Temps plein +1
    Superprof is Canada's #1 tutoring platform, and we're actively recruiting passionate tutors! Whether you're a student, a professional, or simply someone who loves teaching, join the largest communi...Voir plus
    Dernière mise à jour : il y a plus de 30 jours • Offre sponsorisée
    Independent Contractor - Shopper and Delivery Driver

    Independent Contractor - Shopper and Delivery Driver

    Instacart Shoppers • beaumont, AB, CA
    Temps partiel
    Start earning money fast and be your own boss.Instacart is a leading retail enablement platform that works with grocers and retailers to transform how people shop. Instacart’s platform helps people ...Voir plus
    Dernière mise à jour : il y a 1 jour • Offre sponsorisée
    Machine Learning Resident - Client : T.rex AI (1 year term)

    Machine Learning Resident - Client : T.rex AI (1 year term)

    Alberta Machine Intelligence Institute • Edmonton, AB, Canada
    Temps plein
    If you are interested in the application of artificial intelligence (AI) and machine learning (ML) methods for Energy systems optimization, Distributed Energy Resources, and Multi-Agent RL, this is...Voir plus
    Dernière mise à jour : il y a 5 jours • Offre sponsorisée
    Machine Learning Resident — RL & LLM Innovation

    Machine Learning Resident — RL & LLM Innovation

    Amii (Alberta Machine Intelligence Institute) • Edmonton
    Temps plein
    A leading AI research institute is hiring a Machine Learning Resident for a one-year residency that could lead to a full-time position. This role focuses on developing AI-driven solutions for career...Voir plus
    Dernière mise à jour : il y a 12 jours • Offre sponsorisée
    Associate Machine Learning Developer (Summer 2026)

    Associate Machine Learning Developer (Summer 2026)

    AltaML • Edmonton
    Temps plein
    Associate Machine Learning Developer (Summer 2026).This range is provided by AltaML.Your actual pay will be based on your skills and experience — talk with your recruiter to learn more.We transform...Voir plus
    Dernière mise à jour : il y a 3 jours • Offre sponsorisée
    Machine Learning Engineer

    Machine Learning Engineer

    Electronic Arts (EA) • Edmonton
    Temps plein
    Machine Learning Engineer at Electronic Arts (EA).Electronic Arts creates next-level entertainment experiences that inspire players and fans around the world. Here, everyone is part of the story.Par...Voir plus
    Dernière mise à jour : il y a plus de 30 jours • Offre sponsorisée
    Lead AI Engineer, LLMs & SLMs

    Lead AI Engineer, LLMs & SLMs

    Artificial.Agency • Edmonton
    Temps plein
    You will lead a high-caliber team working on large and small language models, setting technical and research strategy, guiding fine-tuning and deployment efforts, and aligning AI innovation with pr...Voir plus
    Dernière mise à jour : il y a 14 jours • Offre sponsorisée
    Machine Learning Resident - Client : BigGeo (1 year term)

    Machine Learning Resident - Client : BigGeo (1 year term)

    Amii (Alberta Machine Intelligence Institute) • Edmonton
    Temps plein
    Machine Learning Resident - Client : BigGeo (1 year term).Machine Learning Resident - Client : BigGeo (1 year term).Amii (Alberta Machine Intelligence Institute). If you are interested in the applicat...Voir plus
    Dernière mise à jour : il y a 3 jours • Offre sponsorisée
    Machine Learning Engineer

    Machine Learning Engineer

    Hifyre • edmonton, ab, ca
    Temps plein
    Hifyre provides market intelligence for the cannabis industry, analyzing retail data to help.Our models power product recommendations, sales forecasting, and market analysis for both internal opera...Voir plus
    Dernière mise à jour : il y a 17 jours • Offre sponsorisée
    Senior Machine Learning Engineer

    Senior Machine Learning Engineer

    Skip • Edmonton
    Temps plein
    Senior Machine Learning Engineer.Ready for a challenge? Then Just Eat Takeaway.We’re a leading global online food delivery platform, and our vision is to empower everyday convenience.Whether it’s a...Voir plus
    Dernière mise à jour : il y a 3 jours • Offre sponsorisée
    Machine Learning Resident - Client : Thrive Career Wellness (1 year term)

    Machine Learning Resident - Client : Thrive Career Wellness (1 year term)

    Alberta Machine Intelligence Institute • Edmonton, AB, Canada
    Temps plein
    Come work with us to explore the application of sequential decision-making algorithms to address a critical challenge in career mobility. If you are an RL / ML researcher or engineer looking to apply ...Voir plus
    Dernière mise à jour : il y a plus de 30 jours • Offre sponsorisée
    Machine Learning Engineer - edmonton

    Machine Learning Engineer - edmonton

    Hifyre • edmonton, ab, ca
    Temps plein
    Hifyre provides market intelligence for the cannabis industry, analyzing retail data to help.Our models power product recommendations, sales forecasting, and market analysis for both internal opera...Voir plus
    Dernière mise à jour : il y a 17 jours • Offre sponsorisée
    Looking For Part-Time Jobs? - Deliver with Uber

    Looking For Part-Time Jobs? - Deliver with Uber

    Uber eats • Bon Accord, AB, CA
    Temps plein +2
    Delivering with Uber is an alternative to a part-time or full-time job and can get you earning cash quickly.Delivering with Uber allows you to earn quick cash while maintaining the flexibility your...Voir plus
    Dernière mise à jour : il y a plus de 30 jours • Offre sponsorisée
    Delivery Driver - Make Money This Semester

    Delivery Driver - Make Money This Semester

    Uber eats • Bon Accord, AB, CA
    Temps plein +2
    Delivering with Uber is an alternative to a part-time or full-time job and can get you earning cash quickly.Delivering with Uber allows you to earn quick cash while maintaining the flexibility your...Voir plus
    Dernière mise à jour : il y a plus de 30 jours • Offre sponsorisée
    Machine Learning Engineer - Hifyre

    Machine Learning Engineer - Hifyre

    Hifyre • edmonton, ab, ca
    Temps plein
    Hifyre provides market intelligence for the cannabis industry, analyzing retail data to help.Our models power product recommendations, sales forecasting, and market analysis for both internal opera...Voir plus
    Dernière mise à jour : il y a 17 jours • Offre sponsorisée
    Senior ML Engineer - Platform & MLOps Lead

    Senior ML Engineer - Platform & MLOps Lead

    Skip • Edmonton
    Temps plein
    A global online food delivery platform is looking for a Senior Machine Learning Engineer based in Edmonton.The role involves leading the development of machine learning infrastructure, mentoring mi...Voir plus
    Dernière mise à jour : il y a 2 jours • Offre sponsorisée
    Machine Learning Resident - Client : Blue Raven (1 year term)

    Machine Learning Resident - Client : Blue Raven (1 year term)

    Alberta Machine Intelligence Institute • Edmonton, AB, Canada
    Temps plein
    If you are interested in the application of machine learning and signal processing for real-time fraud detection, this is the right opportunity for you. You will be part of a team of research and ma...Voir plus
    Dernière mise à jour : il y a 5 jours • Offre sponsorisée
    Looking For Jobs Near Me? - Deliver with Uber

    Looking For Jobs Near Me? - Deliver with Uber

    Uber eats • Bon Accord, AB, CA
    Temps plein +2
    Delivering with Uber is an alternative to a part-time or full-time job and can get you earning cash quickly.Delivering with Uber allows you to earn quick cash while maintaining the flexibility your...Voir plus
    Dernière mise à jour : il y a plus de 30 jours • Offre sponsorisée